Naive Bayes Classifier with LU Factorization for Recognition of Handwritten Odia Numerals

We report the effectiveness of LU factorization (also called LU decomposition) as a technique for feature extraction along with naive Bayes Classifier in recognizing handwritten Odia numerals (a regional language of north-eastern states of India derived from the Devanagari script). Experimental resu...

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Veröffentlicht in:Indian journal of science and technology 2014-01, Vol.7 (1), p.35-35
Hauptverfasser: Sarangi, Pradeepta K, Ahmed, P, Ravulakollu, Kiran K
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Sprache:eng
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Zusammenfassung:We report the effectiveness of LU factorization (also called LU decomposition) as a technique for feature extraction along with naive Bayes Classifier in recognizing handwritten Odia numerals (a regional language of north-eastern states of India derived from the Devanagari script). Experimental results show that LU factorization could be an alternative choice for feature extraction in pattern classification problems.
ISSN:0974-6846